Unity has some built in functionality to create AI objects for gaming. Here Brackeys has some fun playing around with all the options.
Siraj Raval has a video explaining the Unity and it’s new AI tool.
Creating 3D AI in a simulated world is actually pretty easy using Unity. It’s a powerful tool and I’ll go over its new ML Agents toolkit, that allows researchers and developers to build/train ML models in a 3D simulation. It’s pretty fun watching it in a 3D world, lets break down the code and concepts.
Recently, Andy and I had a chance to chat with Amanda Lange, technology evangelist at Microsoft, games journalist, and data aficionado.
Press the play button below to listen here or visit the show page at DataDriven.tv
Show Notes
- Frank is working on a Wintellect on Azure Gov (1:30)
- Amanda’s site is Second Truth.com (99:00)
- The psychology of games (5:30)
- Movie reference: Back to the Future (6:30)
- How an Apple Watch or FitBit knows you’re asleep (7:10)
- Game violence activates sections of the brain (but it’s short-lived) (8:30)
- Andy lives in Farmville-not-the-game (10:30)
- Zynga and A/B testing (10:45)
- Amanda plays a lot of Overwatch these days (11:30)
- “Games as a Service” (12:10)
- Psychology in games Jeffrey “Lyte” Lin on Shaping Behavior in Online Games (13:30)
- Amanda writes for Tap Repeatedly (15:00)
- Amanda loves teaching people! (17:10)
- “I wasn’t a data scientist until I was.” (17:50)
- On privacy and data… (19:00)
- Berkeley’s Data Science curriculum is online (19:40)
- Learn data science at Data 8 (22:15)
- GLaDOS is a character in the Portal games (25:00)
- The orchestral version of Still Alive (28:00)
- No arm-wrestling with Amanda (31:45)
- “We can learn anything.” (32:45)
- Trapping a self-driving car using salt… (34:00)
- Ready Player One audio book (35:40)
- Ready Player One, the Movie (99:00)
- The Adventure Zone (37:50)
- Audible (get a free book!) has the Dragonlance series (39:25)
- Amanda tried out for American Idol (41:00)
- Amanda’s on Twitter @second_truth (42:00)
For the next 10 weeks Siraj Raval is going to go from the basics to the state of the art of reinforcement learning (RL), a popular subfield of machine learning using video game environments as our testbed.
RL is a huge reason DeepMind and OpenAI have been so successful thus far in creating world changing AI bots.
- Code for this video: https://github.com/llSourcell/AI_for_video_games_demo
- Course Syllabus: https://github.com/llSourcell/AI_for_Video_Games_Syllabus
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